Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images.
Michael SelleMagdalena KircherCornelia SchwennenChristian VisscherKlaus JungPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- outlier detection
- dimension reduction
- ct images
- medical images
- computed tomography
- principal component analysis
- ct scans
- feature extraction
- medical imaging
- high dimensional
- knowledge discovery
- singular value decomposition
- data streams
- feature space
- low dimensional
- detection algorithm
- cluster analysis
- ct imaging
- data mining
- high dimensional data
- dimensionality reduction
- linear discriminant analysis
- high dimensionality
- feature selection
- unsupervised learning
- density estimation
- liver segmentation
- region of interest
- preprocessing
- data sets
- mr images
- text classification
- image sequences
- computer vision